基于神经网络的自动售货机销量预测

采用神经网络理论对罐装饮料自动售货机销售额的预测进行了数学建模,采用BP神经网络实现了罐装饮料自动售货机销售额的预测,并通过隐层神经元和输入层神经元个数的确定以及训练算法性能对比验证了所设计模型和方法的可行性和有效性,为罐装饮料自动售货机的管理工作提供了一种新的方法.

Vending Machine Sales Forecasting Based on Neural Network

In this paper,a mathematical model of the vending machine sales forecasting is build based on neural network theory,which achieved vending machine sales forecasting using BP neural network.At the same time,hidden layer neurons and input layer neurons are determined and training algorithm performance is compared to test and verify the feasibility and effectiveness of the model,which gave a new method for the vending machine management.